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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Aghanim's Scepter | 833 | 19.65% | 85.0 | 57.62% | +15.42% | +4.40% | -3.29% | -0.63% | 30:03 | 12:21 | 23:14 | 29:06 | 35:25 | 1:09:35 | 09:01 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Juggernaut | 11 | 33.33% | 100.0 | 81.82% | +40.91% | +18.18% | -48.49% | -17.02% | 33:39 | 26:54 | 31:52 | 32:27 | 35:47 | 40:42 | 03:55 | 02:54 |
 | Windranger | 28 | 30.77% | 98.6 | 75.00% | +44.84% | +10.71% | -17.86% | -3.18% | 30:23 | 22:37 | 25:14 | 28:11 | 34:13 | 44:17 | 08:59 | 06:39 |
 | Venomancer | 8 | 15.09% | 97.3 | 87.50% | +31.94% | +12.50% | +12.50% | 0.00% | 35:35 | 29:39 | 29:53 | 36:20 | 38:08 | 41:31 | 08:15 | 06:06 |
 | Dark Willow | 9 | 34.62% | 95.9 | 77.78% | +48.37% | -27.78% | +22.22% | 10.00% | 31:22 | 26:58 | 27:45 | 29:38 | 32:45 | 39:49 | 05:00 | 03:42 |
 | Monkey King | 11 | 17.19% | 94.5 | 81.82% | +40.31% | -15.15% | +18.18% | 6.92% | 32:11 | 20:02 | 28:44 | 30:38 | 33:33 | 46:09 | 04:49 | 03:34 |
 | Axe | 3 | 16.67% | 93.2 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 41:57 | 33:38 | 33:38 | 41:16 | 50:57 | 50:57 | 17:19 | 12:49 |
 | Bloodseeker | 19 | 25.68% | 91.8 | 73.68% | +35.50% | +26.32% | -13.68% | -8.39% | 30:15 | 21:22 | 27:38 | 29:06 | 32:24 | 40:06 | 04:46 | 03:31 |
 | Anti-Mage | 2 | 25.00% | 90.4 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 29:11 | 28:48 | 28:48 | 29:33 | 29:33 | 29:33 | 00:45 | 00:33 |
 | Bane | 2 | 22.22% | 89.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 40:47 | 37:28 | 37:28 | 44:06 | 44:06 | 44:06 | 06:38 | 04:54 |
 | Beastmaster | 55 | 44.35% | 87.7 | 61.82% | +2.40% | +16.75% | -11.82% | -5.36% | 19:02 | 12:47 | 14:52 | 16:09 | 20:12 | 38:46 | 05:20 | 03:57 |
 | Queen of Pain | 39 | 72.22% | 86.3 | 58.97% | +5.64% | +11.03% | -8.97% | -1.99% | 26:02 | 14:41 | 20:01 | 24:56 | 30:04 | 1:01:08 | 10:03 | 07:26 |
 | Disruptor | 26 | 33.77% | 84.9 | 65.38% | +18.32% | +20.33% | +1.29% | -2.56% | 39:04 | 29:07 | 34:52 | 38:59 | 42:19 | 58:39 | 07:27 | 05:31 |
 | Shadow Demon | 13 | 30.95% | 83.6 | 69.23% | +10.61% | +30.77% | -35.90% | -9.30% | 32:04 | 25:35 | 27:24 | 31:24 | 34:34 | 43:47 | 07:10 | 05:18 |
 | Morphling | 40 | 75.47% | 82.2 | 57.50% | +11.35% | +2.50% | -7.50% | -2.47% | 25:16 | 20:18 | 22:53 | 24:38 | 26:56 | 36:05 | 04:03 | 03:00 |
 | Slark | 45 | 91.84% | 80.8 | 55.56% | +30.56% | +8.08% | +8.08% | 0.00% | 22:03 | 15:56 | 18:30 | 21:29 | 23:53 | 39:43 | 05:23 | 03:59 |
 | Ember Spirit | 49 | 44.55% | 79.5 | 57.14% | +27.63% | -7.14% | +1.19% | 1.42% | 33:04 | 20:45 | 29:32 | 32:04 | 35:23 | 60:10 | 05:51 | 04:20 |
 | Riki | 1 | 33.33% | 78.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Meepo | 4 | 100.00% | 76.7 | 50.00% | +50.00% | +50.00% | -50.00% | -7.38% | 22:25 | 12:21 | 12:21 | 17:37 | 25:54 | 33:47 | 13:33 | 10:02 |
 | Rubick | 9 | 9.18% | 75.3 | 77.78% | +42.95% | -27.78% | +22.22% | 2.14% | 40:14 | 19:25 | 28:20 | 34:31 | 51:45 | 1:06:35 | 23:25 | 17:20 |
 | Alchemist | 6 | 9.84% | 74.0 | 83.33% | +39.69% | -33.33% | +16.67% | 2.65% | 34:02 | 18:58 | 26:15 | 31:20 | 45:09 | 45:33 | 18:54 | 14:00 |
 | Templar Assassin | 3 | 7.50% | 72.6 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 48:52 | 22:57 | 22:57 | 54:04 | 1:09:35 | 1:09:35 | 46:38 | 34:32 |
 | Techies | 23 | 10.75% | 71.2 | 65.22% | +6.06% | -15.22% | +1.45% | 1.42% | 38:01 | 26:58 | 30:23 | 37:23 | 42:06 | 55:44 | 11:43 | 08:40 |
 | Tiny | 8 | 42.11% | 69.9 | 62.50% | +26.14% | +37.50% | -12.50% | -3.22% | 36:56 | 22:00 | 27:41 | 34:50 | 43:12 | 51:00 | 15:31 | 11:29 |
 | Pangolier | 97 | 75.19% | 68.5 | 49.48% | -6.77% | +17.19% | +4.69% | -1.66% | 26:00 | 16:28 | 21:48 | 24:42 | 29:19 | 41:15 | 07:31 | 05:34 |
 | Batrider | 13 | 11.21% | 67.1 | 69.23% | +23.60% | +30.77% | -35.90% | -5.24% | 40:23 | 25:46 | 33:13 | 38:14 | 45:57 | 56:00 | 12:44 | 09:25 |
 | Doom | 15 | 11.36% | 65.8 | 66.67% | +11.11% | +8.33% | -16.67% | -2.98% | 38:46 | 27:32 | 33:04 | 35:09 | 41:27 | 1:01:23 | 08:23 | 06:12 |
 | Phantom Lancer | 19 | 90.48% | 64.4 | 47.37% | +47.37% | +12.63% | -7.37% | -3.87% | 23:42 | 17:17 | 19:56 | 23:44 | 25:06 | 32:56 | 05:10 | 03:49 |
 | Timbersaw | 39 | 46.43% | 63.0 | 51.28% | -8.72% | +8.72% | +8.72% | 0.00% | 24:51 | 17:39 | 20:43 | 24:04 | 27:41 | 37:29 | 06:58 | 05:09 |
 | Earth Spirit | 2 | 11.76% | 61.6 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:36 | 30:05 | 30:05 | 35:07 | 35:07 | 35:07 | 05:02 | 03:43 |
 | Grimstroke | 4 | 80.00% | 60.3 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 25:50 | 23:17 | 23:17 | 23:56 | 27:45 | 28:21 | 04:28 | 03:18 |
 | Snapfire | 4 | 19.05% | 58.9 | 75.00% | +45.59% | +25.00% | -75.00% | -6.44% | 24:10 | 16:02 | 16:02 | 16:31 | 31:34 | 32:32 | 15:32 | 11:30 |
 | Marci | 7 | 87.50% | 57.5 | 42.86% | +42.86% | -42.86% | +7.14% | 11.67% | 22:40 | 15:46 | 17:09 | 19:04 | 21:26 | 42:55 | 04:17 | 03:10 |
 | Spirit Breaker | 41 | 37.96% | 56.2 | 46.34% | +4.55% | -6.34% | +13.66% | 1.63% | 34:27 | 18:21 | 27:10 | 33:08 | 39:28 | 55:15 | 12:18 | 09:06 |
 | Dark Seer | 14 | 42.42% | 54.8 | 50.00% | +2.63% | +25.00% | -50.00% | -6.00% | 29:21 | 19:02 | 22:21 | 29:29 | 34:51 | 39:54 | 12:30 | 09:15 |
 | Clockwerk | 4 | 12.90% | 53.4 | 75.00% | +23.15% | +25.00% | -75.00% | 0.00% | 36:27 | 28:12 | 28:12 | 35:51 | 40:43 | 41:01 | 12:31 | 09:16 |
 | Enchantress | 10 | 15.15% | 52.1 | 60.00% | +10.00% | +6.67% | -10.00% | -2.51% | 32:02 | 23:44 | 27:23 | 31:29 | 34:02 | 44:10 | 06:39 | 04:55 |
 | Storm Spirit | 25 | 27.78% | 50.7 | 48.00% | -8.92% | +18.67% | +2.00% | -1.95% | 36:58 | 27:47 | 32:00 | 36:19 | 40:34 | 51:03 | 08:34 | 06:20 |
 | Void Spirit | 11 | 6.75% | 49.3 | 63.64% | +10.35% | +3.03% | +36.36% | 4.87% | 26:23 | 16:33 | 20:21 | 25:21 | 27:12 | 41:46 | 06:51 | 05:04 |
 | Brewmaster | 3 | 27.27% | 47.9 | 66.67% | +29.17% | -66.67% | 0.00% | 0.00% | 24:43 | 19:47 | 19:47 | 24:13 | 30:08 | 30:08 | 10:21 | 07:40 |
 | Dragon Knight | 7 | 70.00% | 46.6 | 42.86% | +9.53% | +7.14% | +57.14% | 8.00% | 30:36 | 26:00 | 26:43 | 28:31 | 32:58 | 38:02 | 06:15 | 04:37 |
 | Phantom Assassin | 2 | 66.67% | 45.2 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 33:26 | 32:49 | 32:49 | 34:03 | 34:03 | 34:03 | 01:14 | 00:54 |
 | Elder Titan | 1 | 16.67% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Medusa | 13 | 13.54% | 42.5 | 53.85% | -3.98% | +12.82% | +46.15% | 1.92% | 35:03 | 15:39 | 23:18 | 37:29 | 40:39 | 50:57 | 17:21 | 12:51 |
 | Visage | 8 | 30.77% | 41.1 | 50.00% | 0.00% | +50.00% | -50.00% | -9.26% | 30:51 | 16:46 | 23:50 | 30:32 | 34:38 | 41:20 | 10:48 | 08:00 |
 | Terrorblade | 6 | 6.38% | 39.7 | 66.67% | +25.76% | +33.33% | -66.67% | 0.00% | 38:57 | 27:11 | 37:26 | 38:53 | 44:13 | 46:51 | 06:47 | 05:01 |
 | Keeper of the Light | 14 | 14.89% | 38.4 | 42.86% | -7.14% | +7.14% | +23.81% | 2.45% | 37:31 | 28:59 | 33:15 | 36:02 | 40:04 | 55:26 | 06:49 | 05:02 |
 | Winter Wyvern | 4 | 23.53% | 37.0 | 50.00% | +19.23% | -50.00% | +50.00% | 10.31% | 30:42 | 23:36 | 23:36 | 26:16 | 33:18 | 39:39 | 09:42 | 07:11 |
 | Skywrath Mage | 8 | 9.20% | 35.6 | 50.00% | +3.16% | +50.00% | -50.00% | -6.72% | 39:16 | 22:23 | 32:24 | 37:54 | 47:17 | 49:59 | 14:53 | 11:01 |
 | Pudge | 1 | 7.69% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 00:00 | 00:00 |
 | Sven | 1 | 3.57% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 00:00 | 00:00 |
 | Undying | 1 | 1.85% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 00:00 | 00:00 |
 | Oracle | 1 | 1.75% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Mirana | 1 | 1.22% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:22 | 22:22 | 22:22 | 22:22 | 22:22 | 22:22 | 00:00 | 00:00 |
 | Lich | 1 | 1.15% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 00:00 | 00:00 |
 | Enigma | 3 | 30.00% | 26.0 | 33.33% | +19.04% | +66.67% | 0.00% | 0.00% | 36:52 | 23:38 | 23:38 | 34:40 | 52:17 | 52:17 | 28:39 | 21:13 |
 | Magnus | 4 | 2.78% | 24.7 | 50.00% | -0.71% | +50.00% | -50.00% | 0.00% | 29:07 | 19:37 | 19:37 | 27:20 | 30:48 | 38:43 | 11:11 | 08:17 |
 | Primal Beast | 3 | 25.00% | 23.3 | 33.33% | -11.11% | +66.67% | 0.00% | -8.62% | 30:54 | 26:52 | 26:52 | 31:15 | 34:36 | 34:36 | 07:44 | 05:43 |
 | Vengeful Spirit | 4 | 30.77% | 21.9 | 25.00% | -8.33% | -25.00% | +75.00% | 18.18% | 29:24 | 25:16 | 25:16 | 26:28 | 30:46 | 35:06 | 05:30 | 04:04 |
 | Naga Siren | 2 | 5.41% | 20.5 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 50:20 | 49:55 | 49:55 | 50:44 | 50:44 | 50:44 | 00:49 | 00:36 |
 | Bounty Hunter | 2 | 4.44% | 19.2 | 50.00% | -3.49% | -50.00% | 0.00% | 0.00% | 22:23 | 16:37 | 16:37 | 28:09 | 28:09 | 28:09 | 11:32 | 08:32 |
 | Silencer | 2 | 2.06% | 17.8 | 50.00% | +4.74% | +50.00% | 0.00% | 0.00% | 47:33 | 37:42 | 37:42 | 57:24 | 57:24 | 57:24 | 19:42 | 14:35 |
 | Tidehunter | 4 | 13.33% | 16.4 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 28:28 | 18:51 | 18:51 | 23:12 | 32:51 | 38:58 | 14:00 | 10:22 |
 | Kunkka | 5 | 45.45% | 15.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 38:09 | 32:03 | 32:03 | 34:05 | 36:30 | 54:34 | 04:27 | 03:17 |
 | Lifestealer | 2 | 14.29% | 13.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 46:08 | 45:40 | 45:40 | 46:35 | 46:35 | 46:35 | 00:55 | 00:40 |
 | Huskar | 2 | 33.33% | 12.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 30:27 | 24:09 | 24:09 | 36:44 | 36:44 | 36:44 | 12:35 | 09:19 |
 | Invoker | 1 | 8.33% | 11.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 00:00 | 00:00 |
 | Ursa | 1 | 3.70% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 7.69% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 00:00 | 00:00 |
 | Phoenix | 2 | 5.88% | 6.8 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 38:50 | 31:54 | 31:54 | 45:46 | 45:46 | 45:46 | 13:52 | 10:16 |
 | Dawnbreaker | 1 | 20.00% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Treant Protector | 1 | 12.50% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:17 | 1:06:17 | 1:06:17 | 1:06:17 | 1:06:17 | 1:06:17 | 00:00 | 00:00 |
 | Pugna | 1 | 1.32% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Abaddon | 1 | 8.33% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |